THE POSSIBILITIES, MADE PRACTICAL
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THE USE CASE LIBRARY
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536 use cases to explore
IDEAS FOR YOUR NEXT CHAPTERTranslation and localization of texts
AI creates an initial translation of the source text and adapts the wording for the selected audience. Helps prepare sales and other materials for the translator's work, preserving their main content. The specialist proofreads the result, checking terminology, cultural appropriateness and accuracy of terms, especially if the text contains product characteristics or commitments to the buyer.
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- AI capability
- Content generation
- Input data
- Text & messages
- Output
- Content
Speech to text translation
AI recognizes speech in audio recordings and generates a text transcript. This allows you to read voice messages, prepare editorial materials and use the recording in further work with the content. Accuracy depends on audio quality, terminology and speaker characteristics, so significant names, numbers and wording must be verified with the original.
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- AI capability
- Speech processing
- Input data
- Audio & speech
- Output
- Content
Transport goods without a driver
AI controls the movement of a truck when transporting materials and goods. Assesses the situation around the vehicle, detects obstacles and selects maneuvers on permitted routes. The result is the execution of cargo flights without constant manual driving; conditions for human observation and intervention depend on the operating mode.
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- AI capability
- Autonomous control · Optimization & planning · Perception & recognition
- Input data
- Equipment & sensor data · Maps & geospatial data · Video
- Output
- Control action
Transfer accepted orders for execution
The system accepts the order and automatically transfers it to the system used by the performers. In the process described, this transfer is associated with the control of service standards. The result is a completed order, and not just a guest wish list or a recommendation for a suitable dish. The transfer connects the acceptance of the order with its further preparation.
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- AI capability
- Anomaly detection · Workflow execution
- Input data
- Task-dependent data
- Output
- System action
Rework and transfer program code
The assistant analyzes existing program code and prepares a revised version or translation into another technological environment. The task covers portability between languages, software platforms and database systems. The result is modified program materials; in the instrumental scenario, the agent also creates and updates project files.
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- AI capability
- Software engineering
- Input data
- Source code
- Output
- Code or software configuration
Characters for an advertising project
For advertising communications, AI can create fictional characters, suggesting their appearance, character and manner of speech. The creative team receives a set of images and replica options for selecting and preparing advertising materials.
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- AI capability
- Content generation
- Input data
- Task-dependent data
- Output
- Content
Personalizing Marketing Messages
AI creates or tailors marketing material based on the context of the specific recipient. Uses available information about behavior and preferences to select topics, arguments, and language. The result is a personalized letter or proposal, which should be checked for relevance, correctness of facts and acceptable use of client data.
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- AI capability
- Content generation · Recommendations & personalization · Workflow execution
- Input data
- Text & messages · Structured & accounting data
- Output
- Content
Plan the release of transport and shifts
AI coordinates transportation schedules, vehicle exits, and driver shifts. Considers transportation and labor restrictions, internal regulations, and operational substitutions. The result is a joint plan for assigning cars and drivers to routes, suitable for organizing the work of the carrier.
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- AI capability
- Optimization & planning
- Input data
- Structured & accounting data
- Output
- Plan or schedule
Plan the movement of trains
AI supports dispatching of trains and choosing the order of their movement. Works with the task of organizing transit flow and reducing waiting for cars. The result is dispatch decisions on the movement of trains; specific restrictions and composition of data are set by the operating conditions of the railway junction.
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- AI capability
- Optimization & planning
- Input data
- Task-dependent data
- Output
- Plan or schedule
Plan inventory and assortment based on demand forecast
The system estimates future demand and uses the forecast to select inventory, assortment matrix and supply parameters. The result helps match product availability to expected demand. Unlike an independent forecast, the task involves a managerial choice of the composition or volume of reserves. Planning links assortment decisions with expected customer demand.
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- AI capability
- Forecasting · Optimization & planning
- Input data
- Structured & accounting data
- Output
- Forecast · Plan or schedule
Plan major repairs
AI is used to schedule equipment overhauls. Supports timing and sequencing of repairs within production activities. The working result is the proposed repair schedule; specific optimization criteria, limitations and composition of input data depend on the repair process.
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- AI capability
- Optimization & planning
- Input data
- Task-dependent data
- Output
- Plan or schedule
Plan transportation routes
AI selects transportation, delivery and field work routes taking into account available restrictions. Compares destinations, road conditions, timing, cargo volumes and transport capacity. The result is a route plan and trip distribution that helps organize travel under given conditions.
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- AI capability
- Forecasting · Optimization & planning · Perception & recognition · Simulation & digital twins
- Input data
- Maps & geospatial data · Structured & accounting data
- Output
- Plan or schedule
These are potential applications, not implementation results. Industry categories are a starting point; suitability depends on your process, data and constraints.
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